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ssam-spatial-celltyping

Cell segmentation-free spatial cell-type inference using SSAM (Spot-based Spatial cell-type Analysis by Multidimensional mRNA density estimation). Applies KDE to single-molecule mRNA coordinates and maps pixel-level gene expression vectors to cell-type signatures, producing a spatial cell-type map and abundance statistics.

Based on: External workflow

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VERSION 1.0.0
AUTHOR khyeonm
INPUT coordinates.csvsignatures.csv
OUTPUT ssam_result.h5adcelltype_map.pngkde_map.pngcelltype_abundance.csv
TOOLS
SSAMscanpyanndata
TAGS
spatial-transcriptomicscell-type-mappingKDEsegmentation-freesmFISHMERFISHseqFISHsingle-moleculespatial-omics
FILES

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v1.0.0 latest
2026-03-16 ยท khyeonm